{"id":166,"date":"2017-10-02T12:56:55","date_gmt":"2017-10-02T19:56:55","guid":{"rendered":"http:\/\/www.ootp.cavebutter.net\/blog\/?p=166"},"modified":"2017-10-02T12:57:10","modified_gmt":"2017-10-02T19:57:10","slug":"batting-stats-4-babip","status":"publish","type":"post","link":"http:\/\/www.ootp.cavebutter.net\/blog\/archives\/166","title":{"rendered":"Batting Stats 4: BABIP"},"content":{"rendered":"<p>We&#8217;ll look at one last easy stat before the hard stuff.<\/p>\n<p>BABIP is a very interesting stat because it acts as a kind of sanity check on all of the other stats a player produces. \u00a0It shows Batting Average on Balls in Play and average in most professional leagues is around .300. \u00a0A player with a career average well above that generally hits the ball hard. \u00a0A player with a career BABIP well below that mark often makes weak contact. \u00a0That&#8217;s an OK measure in itself, but it serves a much better purpose. If, during the course of a season, a player is putting up exceptional numbers, checking his BABIP against his career average will give you a sense of whether he&#8217;s getting lucky and likely to regress or if he&#8217;s turned a corner and upped his game.<\/p>\n<p>The formula for BABIP is pretty straightforward:<br \/>\n<code>(H - HR) \/ (AB - K - HR + SF)<\/code><\/p>\n<p>The whole Megillah up to this point, then, is:<\/p>\n<pre class=\"line-numbers\"><code class=\"language-sql\">#Calculated batting stats for OOTP\r\n    DROP TABLE IF EXISTS CalcBatting;\r\n    CREATE TABLE IF NOT EXISTS CalcBatting AS\r\n\r\n    SELECT b.year\r\n    , b.league_id\r\n    , b.player_id\r\n    , b.stint #We can eventually move this down the list\r\n    , b.split_id #We can eventually remove\r\n    , b.team_id #We can eventually move this down the list\r\n    , l.abbr as Lg\r\n    , t.abbr as Team\r\n    , b.g\r\n    , b.ab\r\n    , @PA := b.ab+b.bb+b.sh+b.sf+b.hp AS PA\r\n    , b.r \r\n    , b.h\r\n    , b.d\r\n    , b.t\r\n    , b.hr\r\n    , b.rbi\r\n    , b.sb\r\n    , b.cs\r\n    , b.bb\r\n    , b.k\r\n    , b.ibb\r\n    , b.hp\r\n    , b.sh\r\n    , b.sf\r\n    , b.gdp\r\n    , b.ci\r\n    , @BA := round(b.h\/b.ab,3) AS ba\r\n    , round(b.k\/@PA,3) as krate\r\n    , round((b.bb)\/@PA,3) as bbrate\r\n    , @OBP := round((b.h + b.bb + b.hp)\/(@PA-b.sh-b.ci),3) AS obp\r\n    , round(100*(@OBP\/r.woba),0) as OBPplus\r\n    , @SLG := round((b.h+b.d+2*b.t+3*b.hr)\/b.ab,3) as slg\r\n    , round(@OBP+@SLG,3) as ops\r\n    , round(@SLG-@BA,3) as iso\r\n    , round((b.h-b.hr)\/(b.ab-b.k-b.hr+b.sf),3) as babip\r\n    \/* NOT yet modified for OOTP and MySQL\r\n    , round((r.wobaBB*nz(b.bb,0) + r.wobahb*nz(b.hbp,0) + r.woba1b*(b.h-b.[2b]-b.[3b]-b.hr) + r.woba2b*b.[2b] + r.woba3b*b.[3b] + r.wobahr*b.hr)\/(b.ab+nz(b.bb,0)-nz(b.ibb,0)+nz(b.sf,0)+nz(b.hbp,0)),3) as woba\r\n    , round((([woba]-r.lgwoba)\/r.wobascale)*[PA],1) as wRAA\r\n    , round(((([woba]-r.lgwoba)\/r.wobascale)+(l.totr\/l.totpa))*[PA],0) as wRC\r\n    , ((([wRAA]\/[PA] + l.RperPA) + (l.RperPA - t.bpf*l.RperPA))\/(lb.wRC\/lb.PA))*100 AS [wRC+]\r\n    *\/\r\n    FROM \r\n      players_career_batting_stats b \r\n      INNER JOIN leagues l ON b.league_id=l.league_id \r\n      INNER JOIN teams t ON b.team_id=t.team_id\r\n      INNER JOIN tblRunValues2 r ON b.year=r.year AND b.league_id=r.league_id\r\n    WHERE b.ab&lt;&gt;0 AND b.split_id=1\r\n    ORDER BY b.player_id, b.year<\/code><\/pre>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>We&#8217;ll look at one last easy stat before the hard stuff. BABIP is a very interesting stat because it acts as a kind of sanity check on all of the other stats a player produces. \u00a0It shows Batting Average on Balls in Play and average in most professional leagues is around .300. \u00a0A player with&hellip; <a class=\"more-link\" href=\"http:\/\/www.ootp.cavebutter.net\/blog\/archives\/166\">Continue reading <span class=\"screen-reader-text\">Batting Stats 4: BABIP<\/span> <span class=\"meta-nav\" aria-hidden=\"true\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"jetpack_post_was_ever_published":false},"categories":[25],"tags":[14,7,4,22],"class_list":["post-166","post","type-post","status-publish","format-standard","hentry","category-batting","tag-batting","tag-mysql","tag-ootp","tag-players"],"aioseo_notices":[],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p9cxb5-2G","jetpack_likes_enabled":true,"jetpack-related-posts":[],"_links":{"self":[{"href":"http:\/\/www.ootp.cavebutter.net\/blog\/wp-json\/wp\/v2\/posts\/166","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.ootp.cavebutter.net\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.ootp.cavebutter.net\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.ootp.cavebutter.net\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"http:\/\/www.ootp.cavebutter.net\/blog\/wp-json\/wp\/v2\/comments?post=166"}],"version-history":[{"count":2,"href":"http:\/\/www.ootp.cavebutter.net\/blog\/wp-json\/wp\/v2\/posts\/166\/revisions"}],"predecessor-version":[{"id":168,"href":"http:\/\/www.ootp.cavebutter.net\/blog\/wp-json\/wp\/v2\/posts\/166\/revisions\/168"}],"wp:attachment":[{"href":"http:\/\/www.ootp.cavebutter.net\/blog\/wp-json\/wp\/v2\/media?parent=166"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.ootp.cavebutter.net\/blog\/wp-json\/wp\/v2\/categories?post=166"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.ootp.cavebutter.net\/blog\/wp-json\/wp\/v2\/tags?post=166"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}